Tunable metasurfaces towards versatile metalenses and metaholograms: a review
Metasurfaces have attracted great attention due to their ability to manipulate the phase,
amplitude, and polarization of light in a compact form. Tunable metasurfaces have been …
amplitude, and polarization of light in a compact form. Tunable metasurfaces have been …
[PDF][PDF] Intelligent metaphotonics empowered by machine learning
In the recent years, a dramatic boost of the research is observed at the junction of photonics,
machine learning and artificial intelligence. A new methodology can be applied to the …
machine learning and artificial intelligence. A new methodology can be applied to the …
Asymptotic dispersion engineering for ultra-broadband meta-optics
Dispersion decomposes compound light into its monochromatic components, which is
detrimental to broadband imaging but advantageous for spectroscopic applications …
detrimental to broadband imaging but advantageous for spectroscopic applications …
Metamaterials: from fundamental physics to intelligent design
Metamaterials are artificial structures with the ability to efficiently control light‐field, attracting
intensive attention in the past few decades. People have studied the working principles …
intensive attention in the past few decades. People have studied the working principles …
Hybrid achromatic microlenses with high numerical apertures and focusing efficiencies across the visible
Compact visible wavelength achromats are essential for miniaturized and lightweight optics.
However, fabrication of such achromats has proved to be exceptionally challenging. Here …
However, fabrication of such achromats has proved to be exceptionally challenging. Here …
Advanced optical imaging based on metasurfaces
Recently, metasurfaces have arisen as next‐generation optics with various merits, such as
being ultrathin and lightweight with multi‐function integration. Numerous applications of …
being ultrathin and lightweight with multi‐function integration. Numerous applications of …
Diffusion probabilistic model based accurate and high-degree-of-freedom metasurface inverse design
Conventional meta-atom designs rely heavily on researchers' prior knowledge and trial-and-
error searches using full-wave simulations, resulting in time-consuming and inefficient …
error searches using full-wave simulations, resulting in time-consuming and inefficient …
High Efficiency Visible Achromatic Metalens Design via Deep Learning
Metalenses with both achromatic performance and high focusing efficiency are always
challenging, especially in visible range. In this work, a deep learning model is developed to …
challenging, especially in visible range. In this work, a deep learning model is developed to …
Metasurface meta-atoms design based on DNN and LightGBM algorithms
L Gu, Y He, H Liu, Z Wei, J Guo - Optical Materials, 2023 - Elsevier
Metasurfaces is one of the research hotspots in the field of micro/nanometer technologies
during the last decade. Whereas, it remains challenging to inverse design optics devices …
during the last decade. Whereas, it remains challenging to inverse design optics devices …
Unleashing the potential: AI empowered advanced metasurface research
In recent years, metasurface, as a representative of micro-and nano-optics, have
demonstrated a powerful ability to manipulate light, which can modulate a variety of physical …
demonstrated a powerful ability to manipulate light, which can modulate a variety of physical …